Design of hardware-software systems in the educational process with the use of virtual computer lab

The article describes an illustrative example of IoT-solutions that students can independently design and create using virtualization and containerization tools in a Virtual Computer Lab (VCL) environment. This article will allow you to more accurately represent the conditions and limitations that have to be overcome in traditional computer classes, as well as design requirements for a special VCL circuit, which will allow students to send requests for equipment configuration, inventory equipment, implement an intelligent queue and resource management system, and also verify correct connections of equipment based on machine learning with reinforcement. Learning the basics of designing IoT-solutions on Arduino and Raspberry Pi and creating management software allows you to train specialists who can contribute to the creation and development of high-tech advanced software and technology solutions.